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Time Series Analysis using R
Course 1269
1 DAY COURSE

Price:
Course Outline

A time series is simply a series of data points arranged chronologically.

Time series appear in many contexts.

  • Finance (e.g. stock prices)
  • Marketing (e.g. new customers, sales)
  • Health (e.g. infections, deaths)
  • Science (e.g earthquakes)
  • ...and many, many more

Time Series Analysis using R Benefits

  • In this course, you will:

    • Work with the R statistical modeling language to analyze data.
    • Import internal and external data sources into R.
    • Work with time-series data.
    • Visualize time-series data.
    • Perform automated forecasting using Prophet.
    • Consider the potential impact of machine learning on time series analysis.
    • Leverage continued support with after-course one-on-one instructor coaching and computing sandbox.

  • Prerequisites

    None.

Time Series Analysis Instructor-Led Course Outline

Module 1: Introduction to R

  • Basics of writing R scripts
  • Viewing data sets in R

Module 2: Exploratory Data Analysis

  • Querying and Saving Data in R
  • Exploratory Data Analysis
  • Visualizing Data
  • Transforming Data

Module 3: Working with Time Series

  • Time Series in R
  • Creating Time Series
  • Querying and Data Manipulation
  • Combining Time Series
  • Rate of Change
  • Applying Functions to Intervals

Module 4: Visualizing Time Series Data

  • Plotting Basics
  • Univariate Time Series
  • Multivariate Time Series

Module 5: Automated Forecasting using Prophet

  • Generate Forecasts using Prophet
  • Forecast COVID-19 Cases
Course Dates
Attendance Method

How will you be attending the class?

Selecting 'Live Virtual' allows you to attend remotely from work or home. You will receive email communication well before the class starts with detailed instructions on how to validate your equipment and connect to the classroom for a quality learning experience.

Additional Details (optional)

Private Team Training

Interested in this course for your team? Please complete and submit the form below and we will contact you to discuss your needs and budget.